Search Results for author: Xinyao Shu

Found 2 papers, 1 papers with code

SC-ML: Self-supervised Counterfactual Metric Learning for Debiased Visual Question Answering

no code implementations4 Apr 2023 Xinyao Shu, ShiYang Yan, Xu Yang, Ziheng Wu, Zhongfeng Chen, Zhenyu Lu

Unfortunately, language bias is a common problem in VQA, which refers to the model generating answers only by associating with the questions while ignoring the visual content, resulting in biased results.

counterfactual Metric Learning +2

AdaTriplet-RA: Domain Matching via Adaptive Triplet and Reinforced Attention for Unsupervised Domain Adaptation

1 code implementation16 Nov 2022 Xinyao Shu, ShiYang Yan, Zhenyu Lu, Xinshao Wang, Yuan Xie

Unsupervised domain adaption (UDA) is a transfer learning task where the data and annotations of the source domain are available but only have access to the unlabeled target data during training.

Transfer Learning Unsupervised Domain Adaptation

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